|Publication number||US20050175079 A1|
|Application number||US 10/836,385|
|Publication date||Aug 11, 2005|
|Filing date||Apr 30, 2004|
|Priority date||Feb 9, 2004|
|Also published as||CN1942925A, CN1942925K1, EP1562131A2, EP1562131A3, EP1562131B1, US7403560, US7756199, US7965764, US20080255784, US20100141657, WO2005081728A2, WO2005081728A3|
|Publication number||10836385, 836385, US 2005/0175079 A1, US 2005/175079 A1, US 20050175079 A1, US 20050175079A1, US 2005175079 A1, US 2005175079A1, US-A1-20050175079, US-A1-2005175079, US2005/0175079A1, US2005/175079A1, US20050175079 A1, US20050175079A1, US2005175079 A1, US2005175079A1|
|Inventors||Roland Gamper, Kenneth Johnson, Gilles Ritter, Lawrence Salant|
|Original Assignee||Roland Gamper, Johnson Kenneth W., Gilles Ritter, Salant Lawrence S.|
|Export Citation||BiBTeX, EndNote, RefMan|
|Patent Citations (28), Referenced by (12), Classifications (26), Legal Events (9)|
|External Links: USPTO, USPTO Assignment, Espacenet|
This application claims the benefit of U.S. Provisional Application Ser. No. 60/542,985, filed Feb. 9, 2004, the entire contents thereof being incorporated herein by reference.
The present invention relates generally to the simultaneous interpretation and display of both a digital data stream and its underlying analog transmission signal. Such a simultaneous interpretation allows for the analyzing of any particular portion of the digital data, such as an error, and the underlying analog signal giving rise to the particular data, or error.
Data communications is the transmission of messages from one electronic device to other electronic devices. These messages are transmitted through a communications channel. A physical wire, optical cable, radio or other appropriate transmission medium may be used to implement the communications channel. A stream of individual data bits represents each message, thus comprising a digital data message. A communications protocol is an agreed-upon convention that defines the order and meaning of bits in a serial digital data stream. It may also specify a procedure for exchanging messages. A protocol will define how many data bits compose a message unit, the framing and formatting bits, error detection/correction bits, and any other information needed to transmit the message from the source to its destination, and to allow confirmation that the proper message was received on the receiving end.
When designing and building devices that communicate with each other to transmit messages therebetween, the builders must be aware that problems can occur during the transmission of the data, a device may incorrectly interpret a message, or a device may improperly respond to a received message. Tools are presently available for an individual to look at either the physical layer (comprising the actual received analog data signal) or the protocol layer (comprising the decoded digital data) separately. Protocol analyzers, for example, capture, decode, interpret, and react to the contents of data packets as they transit a network's media. They are typically concerned with layers 2 (Data Link) through 5 (Session) of the industry standard ISO/OSI Reference Model. However, they are blind to the shape and timing of the signals or Layer 1 (hardware, connections, etc). On the other hand, oscilloscopes and serial data analyzers allow the operator to accurately capture the data bits and view their shape as well as measure eye patterns, jitter, bit errors and other signal parameters such as rise time and overshoot for a wide variety of serial data standards which allow the operator to analyze the Layer 1, but do nothing for higher levels of the protocol stack. While some oscilloscopes now allow for a user to trigger on a specific serial analog data pattern so that a user can detect a predefined sequence of information, there has traditionally been no information provided above this physical layer as to the information content of the serial digital data stream represented by the captured analog waveform.
Attempts at providing correlated analog and digital data have been less than satisfactory. In one approach a serial data signal is displayed, and a cursor may define a portion of the serial data signal to be decoded to digital data in accordance with a predefined protocol. While this allows for the viewing of serial and same correlated digital data, this system has significant drawbacks. For example, the inventors of the present invention have determined that because there is no provision for triggering on a misinterpreted waveform, for example, it is not possible to monitor the digital data for an error in accordance with the defined protocol, and then view the portion of the analog signal corresponding to the digital error.
In accordance with the invention, the inventors have therefore determined that sometimes it is necessary to see the relationship between these physical and protocol layers. For example, one might want to determine the cause of an invalid or corrupt message. Thus, if an error is detected in the digital data, one might want to analyze the underlying analog signal used to transmit the digital data.
Another use is that an individual may wish to understand the timing between a serial data signal and other analog signals in a system. Presently, in order to verify a timing between various digital serial data signals and analog signals, the analog signal is physically displayed on a DSO (Digital Sampling Oscilloscope) and is often crudely interpreted by counting bits (to then manually decode into a text message to interpret the destination or message) as is shown in
In addition, in accordance with the invention, because the apparatus interprets data at the protocol layer and then allows for analyzing the underlying analog signals, a user need not view an entire analog data stream to determine a particular portion of interest. Instead, a user may set one or more criteria in the digital data signal. Upon meeting one or more of these criteria, a specific serial data signal can be triggered upon, and portions of the analog signal that generated the digital data that met the criteria can be reviewed. This technique is particularly useful when reviewing long, non-repetitive data streams for an error, or for some other uncommon trigger criteria. Rather than crudely counting bits in the analog signal, as noted above, the portion of the analog signal is displayed when it is determined that the corresponding digital data meets one or more predetermined criteria, thus saving a user tremendous amounts of time. Thus, the decoded digital data itself may be used to define the trigger location for obtaining the corresponding analog serial data stream.
Moreover, because the criteria are set in one or more of the protocol layers, a user may set the criteria corresponding to any of the protocol layers. Thus, for example, if a user were using the present invention to monitor the status of an automobile, a user would be able to request a data trigger when a criteria, such as engine_idle_speed<=800 rpm. Thus, a user may set a data trigger criteria in a way that he can understand (i.e. not necessarily binary or hexadecimal format) and with various conditions applied.
In this manner, a user is easily able to set and define criteria, and quickly view analog signal data corresponding to digital data meeting the predefined criteria.
Still other objects and advantages of the invention will in part be obvious and will in part be apparent from the specification and the drawings.
The invention accordingly comprises the several steps and the relation of one or more of such steps with respect to each of the others, and the apparatus embodying features of construction, combination(s) of elements and arrangement of parts that are adapted to effect such steps, all as exemplified in the following detailed disclosure, and the scope of the invention will be indicated in the claims.
For a more complete understanding of the invention, reference is made to the following description and accompanying drawings, in which:
In accordance with the present invention, a physical layer serial data stream is first captured by a digital oscilloscope (such as a LeCroy® X-Stream based digital oscilloscope). The captured data stream is then is analyzed by a protocol specific waveform decoder to create combined physical layer and data layer view for more complete interpretation of data and easy debugging of bus, communication, and other possible problems. The waveform decoder translates the captured data stream of the physical layer in to a sequence of bits (1's and 0's) and groups the bits into the various parts of the message as defined by the specified protocol. The data bits can be viewed simultaneously with the original captured signal.
As is shown in
Once data for the various messages has been acquired, separated out and decoded according to the applicable protocol, decoded data (from a single message) can be viewed, along with the original captured signal. Referring next to
In addition to being able to view a single message displayed on the screen, a user may filter the messages based upon message ID, and/or any data sequences within the signal. A data sequence will contain many messages. While paging through a sequence of data structures, stopping each time on a message having the desired ID is possible, it is far more convenient for a user to view all messages that have a particular ID, corresponding to a particular system event. In this way, the messages would be displayed adjacent each other, if desired, or shown in context of the data signal. The user could additionally, request that all messages including a particular sequence of data be shown. Finally, upon filtering, instead of scrolling through each of the designated messages, a table could be displayed, indicating each portion of the signal that meets the filter criteria, and an indication of the locating thereof in the signal (i.e. bit offset, time offset, etc.).
Traditionally, to determine whether a signal had reached a predetermined threshold, and was therefore considered a “1” or a “0”, the signal was looked at to determine whether it had crossed the threshold during the bit period. However, this results in a bias against the prior value. Thus, if a value starts below a threshold, a single spike above the threshold would result in a determination that the bit value had changed. This would be true, even if for most of the bit period the value was below the threshold, and the spike was a result of noise. This would result in an error. Therefore in accordance with the invention the value of the signal during the entire bit period is averaged. In such a manner, a single spike from noise would not result in an incorrect determination of the value at the bit period. While on display 400, the averaging of the value during the bit period would avoid an error, a user could still view the signal associated with the bit period to see whether the shape of the waveform gives any clue as to why the signal spiked across the threshold.
Furthermore, analysis of the data stream in other ways is also possible. For example, once an average of each of the bit values has been determined, these values can be grouped as selected by a user, either in accordance with a parameter defined by a protocol, or any other desired bit sequence, to for a measurable value, which can then be graphed to show any drift in the value, or other patterns that might arise as a result of some systematic changes in the system. More information is available about the system, and can be viewed by a user as a trend graph, histogram, or results of a statistical analysis, perhaps to account for various changes in the signal. In any event, the accumulation of this data can be used in any number of ways, as desired by the user and implemented on a digital oscilloscope, to generate additional information regarding the consistency and/or integrity of the acquired signal.
According to the protocol employed, or in accordance with another interpretation database, symbolic names that correspond to the data bits in the header and data parts of the message may be applied to the decoded data. Thus, after decoding a particular bit sequence (preferably in accordance with the averaging scheme noted above), that bit sequence can be interpreted by any interpretation scheme that was applied during coding to determine a message that was encoded into the data. In this manner, the oscilloscope can use such a database or other interpretation scheme to translate the data bits into corresponding symbolic names and display them simultaneously with the original waveform. The database can be as simple as in the case of RS232 where it would contain the ASCII code to map to each byte, or it can be complex to have different mapping for each field or sub field within the message. As noted above, a user could filter the symbolic results to view all messages in a data signal corresponding to a particular symbolic name. These results could also be shown in a table, as noted above.
While this invention is applicable to any serial data communications standard, the initial embodiment of the invention is applied to CANBus which is a serial data bus used in automotive applications.
As a way to reduce costs and weight, improve emissions and efficiency, and meet consumer demand for convenience features, vehicles are becoming more laden with electronics. A typical vehicle electronics system (with CAN and LIN modules) is shown generally at 500 in
With the increase in the complexity of the electronics systems in cars, the process of debugging errors in the system has similarly become more complicated. A debugger must currently use a DSO to verify the functioning of the various system components, and debug “modules”, each including an ECU (electronic control unit) 530, and various sensor inputs 520. The complete module comprises a “node” on the electronic bus in the car. The module monitors the sensor inputs and serial data messages that are generated by the various portions of the module, and sends serial data messages generated in accordance with this data onto the bus. These transmitted serial data messages are received, interpreted and used by other modules in the system. More electronic features in the car means more “nodes” on the bus, and the growth of installed nodes tracks with the growth of automotive electronics, about 15%/year.
It is essential for a debugger to measure timing between serial data messages on a signal bus and sensor signals received from various other nodes in the car to verify proper operation. If a particular module is not operating correctly, the debugger may need to investigate the functioning of the various systems in relation to the timing of the transmitted serial data signal. This will in turn require that the electronic test equipment be able to trigger on the serial data signal to understand what is happening before and after the portion of the signal around the trigger. Due to the large number of signals present, a 4-channel DSO would therefore be desirable.
Once a module is installed in a vehicle, unforeseen interactions can occur with other modules or parts in the vehicle. Module suppliers, or their end customer (a car manufacturer) may perform testing after the various modules have been assembled into a vehicle to debug “system” problems. This may require a visit by the module supplier a vehicle lot or other location where an assembled vehicle is available. A vehicle(s) may be driven around until a particular desired error or other signal occurs, at which point the DSO must trigger on the signal, and capture the signal for extensive analysis. System debugging can take a significant amount of time and require a highly skilled debugger.
In accordance with the invention, the CAN analysis sub-system supports four combinable functions:
The system in accordance with the CAN bus embodiment of the invention consists of one or more software packages running on either multipurpose or dedicated test measurement equipment. A preferred embodiment would be to run the software on a multi-channel DSO and a dedicated hardware platform including various inputs and underlying computing functions to support the trigger requirements of the system. The hardware package therefore preferably includes a serial hardware trigger. The hardware trigger interfaces with the DSO, and the software packages implement the various user interfaces, drive the trigger module and the various analysis modules. The software and hardware interact in accordance with the invention allowing all common observations in accordance with the CAN protocol from the CAN bus. Such a configuration is shown in
Upon receipt of a trigger from CAN trigger unit 1710, oscilloscope 1720 marks the corresponding portion of the input CAN signal, and preferably annotates the type of trigger condition that resulted in the trigger, if desired. This portion of the CAN signal (if not the entire signal) is then stored for later review by a user.
In addition to viewing the CAN signal, any other signals can be viewed while triggering on CAN, which is one of the benefits of the invention. Some users will not always want to view the CAN signal in a particular case, but rather will trigger on the CAN signal while viewing some other correlated signals of interest to the user. Thus, the user can easily determine the effect of a particular trigger condition occurring on the CAN bus may have on those other correlated signal. In an alternate embodiment, the CAN trigger is input via an external trigger input and four other signals can be viewed, each on one channel of a four channel DSO.
Referring next to
As is shown in
A measure manager 1890 also receives the generated digital data stream from CAN SRC Executive 1810 and controls which measurements are to be computed and displayed. Thus data input thereto is measured in accordance with various desired computations, and the results are displayed by parameter renderer 1892.
A BadBit Executive 1870 receives the data signals from CAN SRC Executive 1810 in response to one or more trigger events. As will now be described, this BadBit Executive 1870 contains the necessary controls for implementing the ability to locate bad bits in a data signal. The input to Bad Bit Executive is the output from the CAN SRC executive 1810. In accordance with the invention, the timing of the BadBit Executive 1870 must be time aligned with the CAN trace (output of CAN SRC executive.)
A CAN TIE (Time Interval Error) unit 1872 measures the variation of the standard TIE component that is immune to inter-message gaps. The algorithm utilized by unit 1872 resynchronises to the nominal bit rate at the beginning of each CAN message because the messages are emitted asynchronously onto the CAN bus. The TIEs are then fed into a Track component 1874 in order to view their distribution, time aligned with the source trace. A Mask Compare unit 1878 then compares the calculated TIE to a predetermined mask 1876 to determine if the TIE measurements are out of specification. In order to facilitate viewing, A trace renderer 1880 generates a display of the TIE data received from Track component 1874, the tolerance mask 1876 is displayed by a mask renderer 1882 based upon display information generated by Mask Compare unit 1878, and a cursor is displayed by cursor renderer 1884 based upon cursor information also provided from Mask Compare unit 1878, with violation markers displayed thereon. The tolerance mask width is controlled by a user selection as a percentage of the nominal bit rate. Time interval errors exceeding the predefined tolerance will appear as spikes outside the mask. In a preferred embodiment, on very poor signals, the maximum number of violation markers will be limited to 200 so that a user may still properly interpret the information.
Referring once again to
A CAN slicer component 1842 of CAN waveform Decode Executive 1840 decomposes the CAN data stream into packets, one packet for each message. The CAN slicer component implements a PLL to properly recover the clock for the data signal and properly time the phase of the PLL with the start of each data packet. This method of synchronizing an analog signal of a serial data stream may be implemented in accordance with the method and apparatus described in co-pending and commonly-owned U.S. application Ser. No. 10/673,735, filed Sep. 29, 2003, entitled “METHOD AND APPARATUS FOR ANALYZING SERIAL DATA STREAMS”, the entire contents of which are incorporated herein by reference. The algorithm employed by the slicer scans the waveform, looking for the packets and any spaces separating them. Then each CAN message segment (or packet) can be submitted to an Analog NRZ to Digital Converter 1844 because the data within the packet is now guaranteed to be NRZ. This component converts the analogue data into a logical bit vector, with associated bit times. The conversion relies on the nominal bit rate, the transition level between 0 and 1 and the sample point within the bit. The user may select all these values, but the defaults are preferably set to 125 Kbits, 50% level, 50% sampling point. A typical frame message including an 11 bit identifier in accordance with invention may 154 bits. An example of the bits and their definitions may be as follows.
1 Start bit 11 Identifier bits 1 SRR bit 1 IDE bit 18 Identifier bits 1 RTR bit 6 Control bits 64 Data bits 15 CRC bits 23 (maximum) Stuff bits 1 CRC delimiter 1 ACK slot 1 ACK delimiter 7 EOF bits 3 IFS (Inter Frame Space) bits 154 bits
A CAN decoder 1846 receives all of the packets digitized by the Analog NRZ to Digital Converter 1844, each containing a raw bit vector with associated bit times, and processes them, one message at a time. The CAN decoder 1846 primarily extracts the ID and data information, but it also verifies the coherency of the message (stuff error, CRC errors, DLC incoherent with data length, form error, no acknowledgement). At this stage, there is no longer any analogue information in the processed data signal. The algorithm in CAN decoder 1846 starts by removing the stuff bits inserted by the CAN chip when the signal was emitted. The algorithm then computes the CRC on the message. Then the message is determined to include an 11 bit ID or 29 bit ID. The ID is then extracted, as well as the DLC, the data bytes and the CRC. The extracted CRC is compared against the computed CRC. All of this information, as well as the possible errors are wrapped into a structure containing the raw bit vector, the raw bit times and the decoded message, further including the packet type, the packet ID, the number of data bytes, the actual data, the checksum data, and the state of the acknowledge field.
Finally a CAN annotator 1848 uses the information contained in the structures described above to annotate the waveform displayed on screen, according to the user selected viewing criteria. The annotator uses the basic primitives to annotate by providing information for cursors and labels. The annotation elements are positioned onto the trace by using the bit time array, converted into pixel positions. The following table 1 governs the preferable colors (of course other types of designations are possible).
TABLE 1 Information unit Color of region Native trace color De-emphasis Stuff bits Grey ID bits Orange DLC Green Data bits Light blue CRC Blue Errors Red All other bits Native trace color
In accordance with the invention, once the digital information has been decoded into hexID information by CAN Waveform Decoder 1846, a Protocol Decode Executive 1850 may be employed to further interpret the decoded information, to convert it from a hex format into various more easily understood symbols in accordance with definitions in the applied encoding protocol. The Protocol Decode Executive 1850 allows the selection of a database corresponding to the protocol of the decoded data needed for the analog signal received. The Protocol Decoder receives the output of the CAN Waveform Decoder 1846, and transforms the hex ID into a symbol. When the protocol database is in use, two noticeable things happen: the trigger can be set using symbols and the decoding shows symbols. The interpreted data is then forwarded to a CAN protocol renderer 1852 to be displayed in the screen with the other displayed information.
The user is able to control the compound processing chain from a single point in the system. Some of the controls that are accessible to the user act upon the source choice for input data, some upon the bit extractor (level and sample point) that allow the user to customize the analysis performed by the system, some upon the viewing characteristics of the signal (View group). These features will now be described in greater detail.
CAN Manager 1800 offers a set of dialogs to a user, from which various CAN analysis actions of the invention can be controlled. These dialogs will be described below. Because of the modularity of the software functions, these dialogs may be updated and supplemented as desired, either by addition of the functionality, or by the user voluntarily choosing a different software package for implementation.
In accordance with the invention, the CAN software sub-system is implemented via a Graphical User Interface (GUI) on a dedicated hardware platform, of running on a pre-existing DSO. The GUI includes a number of dialogs for defining and performing various analysis functions in accordance with the invention.
An example of a first of these dialogs is shown in
Upon selection of CAN analysis tab 610, a user is presented with a number of selections to define the analysis that is to be performed on an acquired waveform. Thus, a user is presented with a number of analysis options 620 (including Decode, Monitor, Physical Analysis, Pattern Search, Generator, and is also provided with analysis setup options 630 which allows for setting various bit rates, threshold levels for distinguishing between bits, and the like. A CAN trigger, may also be accessed via a short cut button 640 on CAN analysis tab 610.
Upon selection of a CAN trace tab 710, a user is presented with a plurality of selections for setting the various display and interpretation functions for the incoming CAN data signal. Thus, a user may turn the display of the trace function on by selecting the radio button 715, and select the source that is being analyzed by the system at source type selection 720 (such as an H signal, L signal, or the difference between these signals). The user is also invited to define various parameters for the display of the CAN trace on a screen at zoom section 730. Typically the functions described with respect to
While using the analysis system in accordance with the invention, it is contemplated that the user regularly switches between the CAN trigger menu, the various Waveform Decode dialog tabs and the regular functions of the DSO, as will be described below. The user would normally set-up the CAN trigger conditions for the events that are to be captured. Then, either before or after the waveform is captured, the user would setup the waveform decoding features of the invention to observe message content and other predefined conditions of the waveform, before and after a defined trigger point.
Users may be using the analysis system of the invention to look for pathology in a message content caused by distorted, noisy and/or misaligned signals. Thus, the system would be set up to trigger on various error conditions, or other predefined signal irregularities. In accordance with the invention, subsequent review of the waveform corresponding to an error in the decoded information is easily implemented, because when a waveform labeling function is activated, messages interpreted from the decoded data in the waveform are labeled and “hooked” to the waveform. All types of messages defined in the CAN specs are identified (Data, Remote, Error and Overload). Each time a message is interpreted, the message is hooked to the waveform (as noted above) so that upon review of the waveform, a user can view all of the interpreted messages, along with the digital data and underlying received waveform associated with the interpreted message. When a message is beyond recognition (bad bit definition, undershoot, spikes, incorrect stuff bits) for the CAN decoder because the analog waveform is too distorted and/or corrupted, an icon indicating that the message was not recognized as one of the predefined messages will be used, as is shown in
From the CAN Analysis tab 610 a user may select a can trigger button 640, which will bring the user to a CAN trigger module UI dialog, as shown in
The CAN trigger tab 810 allows a user to access the CAN trigger setup, allowing for simple or advanced features to be selected. If a user selects the simple button 820, the user can set the trigger to operate by finding a single CAN message, preferably by a message ID. The CANProBus Adapter will automatically detect on which DSO channel the CAN trigger is input. The trigger condition may be only on the CAN ID, only on the data, or any combination of both.
Alternately, when the advanced capability is present and selected at button 830 (see
As is shown in
The regular time cursors (grid) shown in
When zooming onto a decoded CAN waveform, more details of the particular waveform will be shown.
The annotation behavior described above is governed by the concept of annotation density. The annotation density represents the total number of annotations displayed on the signal (text, icons, arrows, and color-coded sections) per screen. At any given zoom factor and taking into account the user selectable viewing items, the annotation density should not exceed a certain predefined threshold limit. In order to present a display with a reasonable amount of information, the total volume of annotation at any given zoom factor should be limited. The determination of which annotations to remove when necessary (i.e., when a display is zoomed out) is generally governed by the importance of each of the annotations. For example, when showing 500 CAN messages on screen, only a colored strip may appear. It would be impractical to show every message's ID. Therefore only error messages, which are the most important to the user when taking a wide overview of the bus, should be displayed.
During signal acquisition, it may be desirable to determine the integrity of the acquired data signal. In accordance with the invention, the user is presented with a CAN Physical Layer Bad Bits Locator, and Associated Measurement Tools UI dialog, as will be described below.
This dialog module comprises a physical layer verification module and is made up of two parts, a Bad Bit locator (implementing the BadBit Executive 1870 of
When utilizing the BadBit Locator, the CAN manager automatically sets up the processing chain needed to identify bad bits, one of the biggest worries of hardware engineers working on CAN. A dedicated Bad Bit tab allows the setting of a few parameters as is further desired. Both physical layer analysis tools operate on the source data stream selected in
Referring next to
A mask 1440 (implementing mask 1876, mask compare 1878, and mask renderer 1882 of
These parameters, such as bad bit tolerance and zoom are set using a dialog box depicted in
In addition to decoding the acquired analog signal into digital representations thereof, as noted above, the user can request that the decoded data be interpreted into various CAN messages, thus implementing the CAN protocol decoder 1850 of
Therefore, in accordance with the invention, a user is able to capture an analog waveform representative of a digital information signal, and decode the analog waveform to generate digital data. Any errors in the digital data (or analog data, if desired) will generate a trigger in the detector, thus associating the digital data with the error to a particular portion of the underlying information signal. The user is then able to view the portion of the analog signal that generated the digital error. In the use of a CANBus system, the invention allows for a user to monitor CANBus messages, and upon the occurrence of a particular predetermined event, view wither the data on the CANBus, or the reaction of other parameters to the situation that generated the trigger condition. Thus, a complex analysis that conventionally required a great number of calculations by a user can be performed relatively simply and efficiently.
It will thus be seen that the objects set forth above, among those made apparent from the preceding description, are efficiently attained and, because certain changes may be made in carrying out the above method and in the construction(s) set forth without departing from the spirit and scope of the invention, it is intended that all matter contained in the above description and shown in the accompanying drawings shall be interpreted as illustrative and not in a limiting sense.
It is also to be understood that the following claims are intended to cover all of the generic and specific features of the invention herein described and all statements of the scope of the invention which, as a matter of language, might be said to fall therebetween.
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|International Classification||G01R13/00, G06F17/50, H04L12/26, G01R13/02, G01R31/319, H04L12/40, H04L12/24|
|Cooperative Classification||H04L41/22, G06F17/5036, G01R13/0254, H04L43/16, H04L43/00, H04L12/2692, G01R13/0245, H04L43/045, H04L12/2602, G01R13/0209, G01R13/029, G01R31/31912|
|European Classification||G06F17/50C4, G01R13/02B, G01R31/319C5, G01R13/02C4, G01R13/02C5, G01R13/02E|
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